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    Generative AI-Powered Predictive Maintenance & Quality Control

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    Sold by: Dedicatted 
    Two‑phase engagement that deploys Amazon Lookout for Equipment, Lookout for Vision, and Bedrock‑tuned Gen AI models to predict failures, detect product defects, and cut unplanned downtime by ≥40 %.

    Overview

    Service Overview

    Industrial firms lose billions to unexpected equipment failures and undetected line defects. AWS answers this with Amazon Lookout for Equipment (sensor‑anomaly ML) and Amazon Lookout for Vision (computer‑vision defect detection). Generative AI now pushes accuracy even further by creating synthetic edge‑case data and enabling agentic root‑cause analysis.

    Our engagement delivers a production‑grade stack in 6–8 weeks:

    • Data & OT landscape review – map historians, PLC streams, camera feeds, S3 data lakes, IAM & VPC controls
    • Service enablement – stand up Lookout for Equipment jobs (time‑series) and Lookout for Vision projects (images) in your AWS account; configure Kinesis & IoT ingestion, S3 lifecycle, and CloudWatch dashboards
    • Generative augmentation – fine‑tune Bedrock FMs (Claude or Llama 3) to:
      • auto‑label anomalies,
      • generate synthetic failure signals for rare events,
      • power an agent that explains likely root‑causes and recommends spare‑parts actions.
    • SageMaker MLOps layer – orchestrate retraining, quality‑drift alarms, and model registry
    • Pilot & ROI baselining – deploy to one critical asset and one vision station; benchmark MTBF, false‑reject rates, and estimated cost avoidance
    • Hand‑off & roadmap – deliver Terraform/CDK stacks, SOPs, and a phased rollout plan; identify third‑party Marketplace accelerators (e.g., Edge Impulse Industrial, Seeq RAG notebook) for future phases

    Read more: Here 

    Highlights

    • <8‑Week Time‑to‑Value – sensor & vision pilots go live fast with AWS managed services
    • ≥40 % Downtime Reduction – mirrors savings published in AWS Lookout case studies
    • Guardrailed Gen AI – Bedrock Guardrails, KMS encryption, and private VPC endpoints keep IP‑sensitive production data secure

    Details

    Delivery method

    Deployed on AWS

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    Pricing

    Custom pricing options

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    Support

    Vendor support

    Support Details:

    At Dedicatted, we are committed to providing our customers with exceptional support to ensure they receive the most value from our product. Customers who purchase our product can expect to receive the following level of support:

    Contact information: Customers can reach out to us via email at contact@dedicatted.com  or through our website.

    Support channels: We offer a variety of support channels to ensure our customers receive timely and efficient support. Our support channels include:

    • Email: Customers can email our support team at any time with questions or issues. We strive to respond within 24 hours.
    • Google Chat: Customers can chat with our support team in real-time to get quick answers to their questions or assistance with any issues they may be experiencing.
    • Phone support: Customers can call our support team during business hours, Monday through Friday, from 9 am to 5 pm EST.

    Support level: We provide technical support for our product, including assistance with installation, configuration, and troubleshooting. Additionally, we offer guidance and best practices to help customers optimize their DevOps processes.

    Overall, our goal is to ensure our customers receive exceptional support and have a positive experience with our product. We are committed to helping our customers achieve success with their DevOps processes and AWS cloud adoption.